Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 200 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 27.2 KiB |
| Average record size in memory | 139.3 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 10 |
Area_km2 is highly overall correlated with Population_2020 and 3 other fields | High correlation |
CFR_% is highly overall correlated with Total_Deaths | High correlation |
Cases_per_Million is highly overall correlated with Cases_per_km2 and 4 other fields | High correlation |
Cases_per_km2 is highly overall correlated with Cases_per_Million and 3 other fields | High correlation |
Deaths_per_Million is highly overall correlated with Cases_per_Million and 4 other fields | High correlation |
Deaths_per_km2 is highly overall correlated with Cases_per_Million and 4 other fields | High correlation |
Population_2020 is highly overall correlated with Area_km2 and 2 other fields | High correlation |
Population_Density_Calc is highly overall correlated with Area_km2 and 1 other fields | High correlation |
Total_Cases is highly overall correlated with Area_km2 and 5 other fields | High correlation |
Total_Deaths is highly overall correlated with Area_km2 and 6 other fields | High correlation |
COUNTRY_REGION has unique values | Unique |
Total_Cases has unique values | Unique |
Population_2020 has unique values | Unique |
Area_km2 has unique values | Unique |
Cases_per_Million has unique values | Unique |
Cases_per_km2 has unique values | Unique |
Population_Density_Calc has unique values | Unique |
Total_Deaths has 20 (10.0%) zeros | Zeros |
Deaths_per_Million has 20 (10.0%) zeros | Zeros |
CFR_% has 20 (10.0%) zeros | Zeros |
Deaths_per_km2 has 20 (10.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-08-19 13:21:48.660730 |
|---|---|
| Analysis finished | 2025-08-19 13:21:58.462098 |
| Duration | 9.8 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
COUNTRY_REGION
Text
Unique 
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.6 KiB |
Length
| Max length | 33 |
|---|---|
| Median length | 29 |
| Mean length | 9.64 |
| Min length | 4 |
Unique
| Unique | 200 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Albania |
| 3rd row | Algeria |
| 4th row | Andorra |
| 5th row | Angola |
| Value | Count | Frequency (%) |
| and | 8 | 2.8% |
| republic | 8 | 2.8% |
| islands | 7 | 2.5% |
| of | 6 | 2.1% |
| guinea | 3 | 1.1% |
| new | 3 | 1.1% |
| saint | 3 | 1.1% |
| sudan | 2 | 0.7% |
| state | 2 | 0.7% |
| united | 2 | 0.7% |
| Other values (235) | 237 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 283 | |
| i | 161 | 8.4% |
| n | 151 | 7.8% |
| e | 134 | 7.0% |
| r | 108 | 5.6% |
| o | 95 | 4.9% |
| 81 | 4.2% | |
| l | 79 | 4.1% |
| t | 74 | 3.8% |
| u | 73 | 3.8% |
| Other values (49) | 689 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1928 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 283 | |
| i | 161 | 8.4% |
| n | 151 | 7.8% |
| e | 134 | 7.0% |
| r | 108 | 5.6% |
| o | 95 | 4.9% |
| 81 | 4.2% | |
| l | 79 | 4.1% |
| t | 74 | 3.8% |
| u | 73 | 3.8% |
| Other values (49) | 689 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1928 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 283 | |
| i | 161 | 8.4% |
| n | 151 | 7.8% |
| e | 134 | 7.0% |
| r | 108 | 5.6% |
| o | 95 | 4.9% |
| 81 | 4.2% | |
| l | 79 | 4.1% |
| t | 74 | 3.8% |
| u | 73 | 3.8% |
| Other values (49) | 689 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1928 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 283 | |
| i | 161 | 8.4% |
| n | 151 | 7.8% |
| e | 134 | 7.0% |
| r | 108 | 5.6% |
| o | 95 | 4.9% |
| 81 | 4.2% | |
| l | 79 | 4.1% |
| t | 74 | 3.8% |
| u | 73 | 3.8% |
| Other values (49) | 689 |
Total_Cases
Real number (ℝ)
High correlation  Unique 
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 356358.55 |
| Minimum | 1 |
|---|---|
| Maximum | 16256754 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 35.75 |
| Q1 | 2256 |
| median | 23264.5 |
| Q3 | 156092.75 |
| 95-th percentile | 1341512.8 |
| Maximum | 16256754 |
| Range | 16256753 |
| Interquartile range (IQR) | 153836.75 |
Descriptive statistics
| Standard deviation | 1462498.6 |
|---|---|
| Coefficient of variation (CV) | 4.1040088 |
| Kurtosis | 80.793956 |
| Mean | 356358.55 |
| Median Absolute Deviation (MAD) | 23226 |
| Skewness | 8.4307587 |
| Sum | 71271710 |
| Variance | 2.1389023 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49273 | 1 | 0.5% |
| 48530 | 1 | 0.5% |
| 92102 | 1 | 0.5% |
| 7338 | 1 | 0.5% |
| 16188 | 1 | 0.5% |
| 10 | 1 | 0.5% |
| 148 | 1 | 0.5% |
| 1498160 | 1 | 0.5% |
| 148682 | 1 | 0.5% |
| 5049 | 1 | 0.5% |
| Other values (190) | 190 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 10 | 1 | |
| 13 | 1 | |
| 17 | 1 | |
| 19 | 1 | |
| 26 | 1 | |
| 27 | 1 | |
| 31 | 1 |
| Value | Count | Frequency (%) |
| 16256754 | 1 | |
| 9884100 | 1 | |
| 6901952 | 1 | |
| 2653928 | 1 | |
| 2376852 | 1 | |
| 1849403 | 1 | |
| 1843712 | 1 | |
| 1730575 | 1 | |
| 1498160 | 1 | |
| 1425774 | 1 |
Total_Deaths
Real number (ℝ)
High correlation  Zeros 
| Distinct | 168 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8048.915 |
| Minimum | 0 |
|---|---|
| Maximum | 299177 |
| Zeros | 20 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 44 |
| median | 348.5 |
| Q3 | 2607 |
| 95-th percentile | 41074.75 |
| Maximum | 299177 |
| Range | 299177 |
| Interquartile range (IQR) | 2563 |
Descriptive statistics
| Standard deviation | 29322.666 |
|---|---|
| Coefficient of variation (CV) | 3.6430582 |
| Kurtosis | 57.100473 |
| Mean | 8048.915 |
| Median Absolute Deviation (MAD) | 348.5 |
| Skewness | 6.8996898 |
| Sum | 1609783 |
| Variance | 8.5981874 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20 | 10.0% |
| 2 | 4 | 2.0% |
| 1 | 3 | 1.5% |
| 44 | 3 | 1.5% |
| 4 | 2 | 1.0% |
| 7 | 2 | 1.0% |
| 63 | 2 | 1.0% |
| 79 | 2 | 1.0% |
| 349 | 2 | 1.0% |
| 25 | 2 | 1.0% |
| Other values (158) | 158 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 3 | 1.5% |
| 2 | 4 | 2.0% |
| 3 | 1 | 0.5% |
| 4 | 2 | 1.0% |
| 5 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 7 | 2 | 1.0% |
| 8 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 299177 | 1 | |
| 181402 | 1 | |
| 143355 | 1 | |
| 113953 | 1 | |
| 64520 | 1 | |
| 64170 | 1 | |
| 57911 | 1 | |
| 52196 | 1 | |
| 47624 | 1 | |
| 46941 | 1 |
Population_2020
Real number (ℝ)
High correlation  Unique 
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37895780 |
| Minimum | 520 |
|---|---|
| Maximum | 1.4249298 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 520 |
|---|---|
| 5-th percentile | 47473.7 |
| Q1 | 1158030.2 |
| median | 6867535 |
| Q3 | 25875310 |
| 95-th percentile | 1.2528244 × 108 |
| Maximum | 1.4249298 × 109 |
| Range | 1.4249293 × 109 |
| Interquartile range (IQR) | 24717280 |
Descriptive statistics
| Standard deviation | 1.4604468 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.8538506 |
| Kurtosis | 78.03092 |
| Mean | 37895780 |
| Median Absolute Deviation (MAD) | 6583987 |
| Skewness | 8.5273813 |
| Sum | 7.5791561 × 109 |
| Variance | 2.1329048 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38972230 | 1 | 0.5% |
| 2866849 | 1 | 0.5% |
| 43451666 | 1 | 0.5% |
| 77700 | 1 | 0.5% |
| 33428485 | 1 | 0.5% |
| 15585 | 1 | 0.5% |
| 92664 | 1 | 0.5% |
| 45036032 | 1 | 0.5% |
| 2805608 | 1 | 0.5% |
| 106585 | 1 | 0.5% |
| Other values (190) | 190 |
| Value | Count | Frequency (%) |
| 520 | 1 | |
| 4500 | 1 | |
| 11655 | 1 | |
| 15585 | 1 | |
| 32709 | 1 | |
| 34007 | 1 | |
| 36922 | 1 | |
| 38756 | 1 | |
| 43413 | 1 | |
| 44276 | 1 |
| Value | Count | Frequency (%) |
| 1424929781 | 1 | |
| 1396387127 | 1 | |
| 335942003 | 1 | |
| 271857970 | 1 | |
| 227196741 | 1 | |
| 213196304 | 1 | |
| 208327405 | 1 | |
| 167420951 | 1 | |
| 145617329 | 1 | |
| 125998302 | 1 |
Area_km2
Real number (ℝ)
High correlation  Unique 
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 656699.61 |
| Minimum | 1 |
|---|---|
| Maximum | 17098242 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 159.1 |
| Q1 | 16741.5 |
| median | 109386.5 |
| Q3 | 483079.5 |
| 95-th percentile | 2176868.7 |
| Maximum | 17098242 |
| Range | 17098241 |
| Interquartile range (IQR) | 466338 |
Descriptive statistics
| Standard deviation | 1887858.9 |
|---|---|
| Coefficient of variation (CV) | 2.8747678 |
| Kurtosis | 37.533006 |
| Mean | 656699.61 |
| Median Absolute Deviation (MAD) | 108950.5 |
| Skewness | 5.6757914 |
| Sum | 1.3133992 × 108 |
| Variance | 3.5640113 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 652230 | 1 | 0.5% |
| 28748 | 1 | 0.5% |
| 2381741 | 1 | 0.5% |
| 468 | 1 | 0.5% |
| 1246700 | 1 | 0.5% |
| 91 | 1 | 0.5% |
| 442 | 1 | 0.5% |
| 2780400 | 1 | 0.5% |
| 29743 | 1 | 0.5% |
| 180 | 1 | 0.5% |
| Other values (190) | 190 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 6 | 1 | |
| 54 | 1 | |
| 61 | 1 | |
| 78 | 1 | |
| 91 | 1 | |
| 102 | 1 | |
| 116 | 1 | |
| 142 | 1 |
| Value | Count | Frequency (%) |
| 17098242 | 1 | |
| 9984670 | 1 | |
| 9706961 | 1 | |
| 9372610 | 1 | |
| 8515767 | 1 | |
| 7692024 | 1 | |
| 3287590 | 1 | |
| 2780400 | 1 | |
| 2724900 | 1 | |
| 2381741 | 1 |
Cases_per_Million
Real number (ℝ)
High correlation  Unique 
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14274.865 |
| Minimum | 3.2083674 |
|---|---|
| Maximum | 94440.154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 3.2083674 |
|---|---|
| 5-th percentile | 64.576408 |
| Q1 | 910.71337 |
| median | 6649.3342 |
| Q3 | 24706.16 |
| 95-th percentile | 50751.398 |
| Maximum | 94440.154 |
| Range | 94436.946 |
| Interquartile range (IQR) | 23795.447 |
Descriptive statistics
| Standard deviation | 17446.159 |
|---|---|
| Coefficient of variation (CV) | 1.2221592 |
| Kurtosis | 2.0520616 |
| Mean | 14274.865 |
| Median Absolute Deviation (MAD) | 6350.0299 |
| Skewness | 1.4670459 |
| Sum | 2854973.1 |
| Variance | 3.0436845 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1264.31051 | 1 | 0.5% |
| 16927.99307 | 1 | 0.5% |
| 2119.642547 | 1 | 0.5% |
| 94440.15444 | 1 | 0.5% |
| 484.2576623 | 1 | 0.5% |
| 641.6426051 | 1 | 0.5% |
| 1597.168264 | 1 | 0.5% |
| 33265.80814 | 1 | 0.5% |
| 52994.57373 | 1 | 0.5% |
| 47370.64315 | 1 | 0.5% |
| Other values (190) | 190 |
| Value | Count | Frequency (%) |
| 3.208367422 | 1 | |
| 5.601552805 | 1 | |
| 14.45441291 | 1 | |
| 21.89443589 | 1 | |
| 23.84624556 | 1 | |
| 24.59522766 | 1 | |
| 49.97707573 | 1 | |
| 59.27891765 | 1 | |
| 59.65519298 | 1 | |
| 64.52103308 | 1 |
| Value | Count | Frequency (%) |
| 94440.15444 | 1 | |
| 65855.06988 | 1 | |
| 65469.647 | 1 | |
| 60334.93765 | 1 | |
| 57252.91852 | 1 | |
| 55178.19707 | 1 | |
| 52994.57373 | 1 | |
| 52587.43143 | 1 | |
| 51728.93482 | 1 | |
| 51065.70279 | 1 |
Deaths_per_Million
Real number (ℝ)
High correlation  Zeros 
| Distinct | 181 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 243.01257 |
| Minimum | 0 |
|---|---|
| Maximum | 1552.6241 |
| Zeros | 20 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.033745 |
| median | 77.05809 |
| Q3 | 343.04641 |
| 95-th percentile | 913.09076 |
| Maximum | 1552.6241 |
| Range | 1552.6241 |
| Interquartile range (IQR) | 333.01267 |
Descriptive statistics
| Standard deviation | 325.05071 |
|---|---|
| Coefficient of variation (CV) | 1.337588 |
| Kurtosis | 2.0042662 |
| Mean | 243.01257 |
| Median Absolute Deviation (MAD) | 77.05809 |
| Skewness | 1.5915991 |
| Sum | 48602.514 |
| Variance | 105657.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20 | 10.0% |
| 349.8614681 | 1 | 0.5% |
| 59.74454466 | 1 | 0.5% |
| 1016.731017 | 1 | 0.5% |
| 50.57447316 | 1 | 0.5% |
| 11.09831929 | 1 | 0.5% |
| 43.16670983 | 1 | 0.5% |
| 905.1863184 | 1 | 0.5% |
| 892.141739 | 1 | 0.5% |
| 431.5804288 | 1 | 0.5% |
| Other values (171) | 171 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 0.08183154045 | 1 | 0.5% |
| 0.3621363291 | 1 | 0.5% |
| 0.8205431175 | 1 | 0.5% |
| 0.8394465562 | 1 | 0.5% |
| 1.798405893 | 1 | 0.5% |
| 2.172916336 | 1 | 0.5% |
| 3.287629935 | 1 | 0.5% |
| 3.29885396 | 1 | 0.5% |
| 3.325777918 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1552.624061 | 1 | |
| 1499.69124 | 1 | |
| 1101.254127 | 1 | |
| 1084.359196 | 1 | |
| 1016.731017 | 1 | |
| 1005.493498 | 1 | |
| 1005.30164 | 1 | |
| 1004.702824 | 1 | |
| 956.9117706 | 1 | |
| 925.2076153 | 1 |
CFR_%
Real number (ℝ)
High correlation  Zeros 
| Distinct | 181 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9843794 |
| Minimum | 0 |
|---|---|
| Maximum | 29.092655 |
| Zeros | 20 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.84023522 |
| median | 1.6384453 |
| Q3 | 2.534149 |
| 95-th percentile | 5.1749819 |
| Maximum | 29.092655 |
| Range | 29.092655 |
| Interquartile range (IQR) | 1.6939138 |
Descriptive statistics
| Standard deviation | 2.4530202 |
|---|---|
| Coefficient of variation (CV) | 1.2361649 |
| Kurtosis | 75.169555 |
| Mean | 1.9843794 |
| Median Absolute Deviation (MAD) | 0.81058154 |
| Skewness | 7.1813049 |
| Sum | 396.87588 |
| Variance | 6.0173083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20 | 10.0% |
| 2.066762827 | 1 | 0.5% |
| 2.818614145 | 1 | 0.5% |
| 1.076587626 | 1 | 0.5% |
| 4.000162361 | 1 | 0.5% |
| 2.291821102 | 1 | 0.5% |
| 2.702702703 | 1 | 0.5% |
| 2.721071181 | 1 | 0.5% |
| 1.683458657 | 1 | 0.5% |
| 0.9110714993 | 1 | 0.5% |
| Other values (171) | 171 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 0.04972565158 | 1 | 0.5% |
| 0.1305483029 | 1 | 0.5% |
| 0.1371742112 | 1 | 0.5% |
| 0.1702598591 | 1 | 0.5% |
| 0.2959763219 | 1 | 0.5% |
| 0.2994011976 | 1 | 0.5% |
| 0.3336054804 | 1 | 0.5% |
| 0.3590664273 | 1 | 0.5% |
| 0.3903839898 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 29.09265482 | 1 | |
| 9.11591912 | 1 | |
| 7.692307692 | 1 | |
| 6.865073475 | 1 | |
| 6.756756757 | 1 | |
| 6.298513046 | 1 | |
| 6.128440367 | 1 | |
| 5.762711864 | 1 | |
| 5.691959696 | 1 | |
| 5.651320096 | 1 |
Cases_per_km2
Real number (ℝ)
High correlation  Unique 
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1680199 |
| Minimum | 8.7715816 × 10-6 |
|---|---|
| Maximum | 334 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 8.7715816 × 10-6 |
|---|---|
| 5-th percentile | 0.0020791171 |
| Q1 | 0.051493543 |
| median | 0.40196858 |
| Q3 | 2.597376 |
| 95-th percentile | 17.363938 |
| Maximum | 334 |
| Range | 333.99999 |
| Interquartile range (IQR) | 2.5458825 |
Descriptive statistics
| Standard deviation | 28.814119 |
|---|---|
| Coefficient of variation (CV) | 4.6715347 |
| Kurtosis | 91.859498 |
| Mean | 6.1680199 |
| Median Absolute Deviation (MAD) | 0.39441652 |
| Skewness | 8.9726068 |
| Sum | 1233.604 |
| Variance | 830.25345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.07554543643 | 1 | 0.5% |
| 1.688117434 | 1 | 0.5% |
| 0.03867003171 | 1 | 0.5% |
| 15.67948718 | 1 | 0.5% |
| 0.01298467955 | 1 | 0.5% |
| 0.1098901099 | 1 | 0.5% |
| 0.334841629 | 1 | 0.5% |
| 0.5388289455 | 1 | 0.5% |
| 4.998890495 | 1 | 0.5% |
| 28.05 | 1 | 0.5% |
| Other values (190) | 190 |
| Value | Count | Frequency (%) |
| 8.771581553 × 10-6 | 1 | |
| 8.204118467 × 10-5 | 1 | |
| 0.0001731418919 | 1 | |
| 0.0005830791952 | 1 | |
| 0.000588316722 | 1 | |
| 0.001378504673 | 1 | |
| 0.00156641604 | 1 | |
| 0.001782162589 | 1 | |
| 0.001938088829 | 1 | |
| 0.001983041953 | 1 |
| Value | Count | Frequency (%) |
| 334 | 1 | |
| 179.1666667 | 1 | |
| 116.5267974 | 1 | |
| 82.14084507 | 1 | |
| 44.56 | 1 | |
| 35.12974684 | 1 | |
| 31.91803279 | 1 | |
| 28.05 | 1 | |
| 26 | 1 | |
| 19.91617531 | 1 |
Deaths_per_km2
Real number (ℝ)
High correlation  Zeros 
| Distinct | 180 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050290699 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 20 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.00068937681 |
| median | 0.0067007493 |
| Q3 | 0.040675777 |
| 95-th percentile | 0.21617749 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.039986401 |
Descriptive statistics
| Standard deviation | 0.13151959 |
|---|---|
| Coefficient of variation (CV) | 2.6151872 |
| Kurtosis | 27.12385 |
| Mean | 0.050290699 |
| Median Absolute Deviation (MAD) | 0.0067007493 |
| Skewness | 4.8939361 |
| Sum | 10.05814 |
| Variance | 0.017297403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20 | 10.0% |
| 0.1666666667 | 2 | 1.0% |
| 0.003021940113 | 1 | 0.5% |
| 0.03488938361 | 1 | 0.5% |
| 0.1688034188 | 1 | 0.5% |
| 0.001089958984 | 1 | 0.5% |
| 0.009049773756 | 1 | 0.5% |
| 0.0002975856261 | 1 | 0.5% |
| 0.08415425478 | 1 | 0.5% |
| 0.2555555556 | 1 | 0.5% |
| Other values (170) | 170 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 3.759398496 × 10-6 | 1 | 0.5% |
| 1.728459079 × 10-5 | 1 | 0.5% |
| 3.592728318 × 10-5 | 1 | 0.5% |
| 6.314127861 × 10-5 | 1 | 0.5% |
| 6.357388316 × 10-5 | 1 | 0.5% |
| 7.943925234 × 10-5 | 1 | 0.5% |
| 9.243271822 × 10-5 | 1 | 0.5% |
| 0.000100041146 | 1 | 0.5% |
| 0.0001011261926 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.8360655738 | 1 | |
| 0.8333333333 | 1 | |
| 0.5880175577 | 1 | |
| 0.5253164557 | 1 | |
| 0.4549019608 | 1 | |
| 0.275862069 | 1 | |
| 0.2641827913 | 1 | |
| 0.2555555556 | 1 | |
| 0.2397610514 | 1 |
Population_Density_Calc
Real number (ℝ)
High correlation  Unique 
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 332.08103 |
| Minimum | 0.025865086 |
|---|---|
| Maximum | 18461 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.025865086 |
|---|---|
| 5-th percentile | 4.3361143 |
| Q1 | 31.871185 |
| median | 88.487237 |
| Q3 | 226.20178 |
| 95-th percentile | 660.38826 |
| Maximum | 18461 |
| Range | 18460.974 |
| Interquartile range (IQR) | 194.3306 |
Descriptive statistics
| Standard deviation | 1483.9638 |
|---|---|
| Coefficient of variation (CV) | 4.46868 |
| Kurtosis | 117.41488 |
| Mean | 332.08103 |
| Median Absolute Deviation (MAD) | 63.394814 |
| Skewness | 10.26739 |
| Sum | 66416.206 |
| Variance | 2202148.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59.75228064 | 1 | 0.5% |
| 99.72342424 | 1 | 0.5% |
| 18.24365706 | 1 | 0.5% |
| 166.025641 | 1 | 0.5% |
| 26.81357584 | 1 | 0.5% |
| 171.2637363 | 1 | 0.5% |
| 209.6470588 | 1 | 0.5% |
| 16.19768091 | 1 | 0.5% |
| 94.32834617 | 1 | 0.5% |
| 592.1388889 | 1 | 0.5% |
| Other values (190) | 190 |
| Value | Count | Frequency (%) |
| 0.02586508569 | 1 | |
| 2.090406015 | 1 | |
| 2.106204167 | 1 | |
| 3.014841058 | 1 | |
| 3.337229707 | 1 | |
| 3.559893204 | 1 | |
| 3.705683067 | 1 | |
| 3.708450986 | 1 | |
| 3.781637246 | 1 | |
| 3.794687756 | 1 |
| Value | Count | Frequency (%) |
| 18461 | 1 | |
| 8323.759155 | 1 | |
| 5451.5 | 1 | |
| 1931.332026 | 1 | |
| 1714.793333 | 1 | |
| 1630.876582 | 1 | |
| 1185.759259 | 1 | |
| 1134.518879 | 1 | |
| 933.7844828 | 1 | |
| 805.0512821 | 1 |
Interactions
Correlations
| Area_km2 | CFR_% | Cases_per_Million | Cases_per_km2 | Deaths_per_Million | Deaths_per_km2 | Population_2020 | Population_Density_Calc | Total_Cases | Total_Deaths | |
|---|---|---|---|---|---|---|---|---|---|---|
| Area_km2 | 1.000 | 0.352 | -0.180 | -0.424 | 0.025 | -0.251 | 0.817 | -0.578 | 0.518 | 0.565 |
| CFR_% | 0.352 | 1.000 | 0.036 | -0.007 | 0.423 | 0.294 | 0.396 | -0.114 | 0.307 | 0.504 |
| Cases_per_Million | -0.180 | 0.036 | 1.000 | 0.858 | 0.878 | 0.798 | -0.099 | 0.155 | 0.599 | 0.525 |
| Cases_per_km2 | -0.424 | -0.007 | 0.858 | 1.000 | 0.721 | 0.909 | -0.118 | 0.604 | 0.479 | 0.401 |
| Deaths_per_Million | 0.025 | 0.423 | 0.878 | 0.721 | 1.000 | 0.846 | 0.106 | 0.043 | 0.689 | 0.705 |
| Deaths_per_km2 | -0.251 | 0.294 | 0.798 | 0.909 | 0.846 | 1.000 | 0.034 | 0.498 | 0.562 | 0.547 |
| Population_2020 | 0.817 | 0.396 | -0.099 | -0.118 | 0.106 | 0.034 | 1.000 | -0.100 | 0.689 | 0.720 |
| Population_Density_Calc | -0.578 | -0.114 | 0.155 | 0.604 | 0.043 | 0.498 | -0.100 | 1.000 | -0.020 | -0.060 |
| Total_Cases | 0.518 | 0.307 | 0.599 | 0.479 | 0.689 | 0.562 | 0.689 | -0.020 | 1.000 | 0.964 |
| Total_Deaths | 0.565 | 0.504 | 0.525 | 0.401 | 0.705 | 0.547 | 0.720 | -0.060 | 0.964 | 1.000 |
Missing values
Sample
| COUNTRY_REGION | Total_Cases | Total_Deaths | Population_2020 | Area_km2 | Cases_per_Million | Deaths_per_Million | CFR_% | Cases_per_km2 | Deaths_per_km2 | Population_Density_Calc | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 49273.0 | 1971.0 | 38972230 | 652230 | 1264.310510 | 50.574473 | 4.000162 | 0.075545 | 0.003022 | 59.752281 |
| 1 | Albania | 48530.0 | 1003.0 | 2866849 | 28748 | 16927.993068 | 349.861468 | 2.066763 | 1.688117 | 0.034889 | 99.723424 |
| 2 | Algeria | 92102.0 | 2596.0 | 43451666 | 2381741 | 2119.642547 | 59.744545 | 2.818614 | 0.038670 | 0.001090 | 18.243657 |
| 3 | Andorra | 7338.0 | 79.0 | 77700 | 468 | 94440.154440 | 1016.731017 | 1.076588 | 15.679487 | 0.168803 | 166.025641 |
| 4 | Angola | 16188.0 | 371.0 | 33428485 | 1246700 | 484.257662 | 11.098319 | 2.291821 | 0.012985 | 0.000298 | 26.813576 |
| 5 | Anguilla | 10.0 | 0.0 | 15585 | 91 | 641.642605 | 0.000000 | 0.000000 | 0.109890 | 0.000000 | 171.263736 |
| 6 | Antigua and Barbuda | 148.0 | 4.0 | 92664 | 442 | 1597.168264 | 43.166710 | 2.702703 | 0.334842 | 0.009050 | 209.647059 |
| 7 | Argentina | 1498160.0 | 40766.0 | 45036032 | 2780400 | 33265.808142 | 905.186318 | 2.721071 | 0.538829 | 0.014662 | 16.197681 |
| 8 | Armenia | 148682.0 | 2503.0 | 2805608 | 29743 | 52994.573725 | 892.141739 | 1.683459 | 4.998890 | 0.084154 | 94.328346 |
| 9 | Aruba | 5049.0 | 46.0 | 106585 | 180 | 47370.643149 | 431.580429 | 0.911071 | 28.050000 | 0.255556 | 592.138889 |
| COUNTRY_REGION | Total_Cases | Total_Deaths | Population_2020 | Area_km2 | Cases_per_Million | Deaths_per_Million | CFR_% | Cases_per_km2 | Deaths_per_km2 | Population_Density_Calc | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | Viet Nam | 1397.0 | 35.0 | 96648685 | 331212 | 14.454413 | 0.362136 | 2.505369 | 0.004218 | 0.000106 | 291.803090 |
| 191 | Yemen | 2083.0 | 606.0 | 32284046 | 527968 | 64.521033 | 18.770881 | 29.092655 | 0.003945 | 0.001148 | 61.147732 |
| 192 | France | 2376852.0 | 57911.0 | 64480053 | 551695 | 36861.818336 | 898.122711 | 2.436458 | 4.308272 | 0.104969 | 116.876269 |
| 193 | Marshall Islands | 4.0 | 0.0 | 43413 | 181 | 92.138300 | 0.000000 | 0.000000 | 0.022099 | 0.000000 | 239.850829 |
| 194 | Nicaragua | 5887.0 | 162.0 | 6755895 | 130373 | 871.387137 | 23.979058 | 2.751826 | 0.045155 | 0.001243 | 51.819740 |
| 195 | Poland | 1135676.0 | 22864.0 | 38428366 | 312679 | 29553.065046 | 594.977158 | 2.013250 | 3.632083 | 0.073123 | 122.900374 |
| 196 | Slovenia | 96314.0 | 1459.0 | 2117641 | 20273 | 45481.741239 | 688.974193 | 1.514837 | 4.750851 | 0.071968 | 104.456223 |
| 197 | Virgin Islands, U.S. | 1807.0 | 23.0 | 100442 | 347 | 17990.482069 | 228.987874 | 1.272828 | 5.207493 | 0.066282 | 289.458213 |
| 198 | Western Sahara | 766.0 | 1.0 | 556048 | 266000 | 1377.578914 | 1.798406 | 0.130548 | 0.002880 | 0.000004 | 2.090406 |
| 199 | Zambia | 18274.0 | 367.0 | 18927715 | 752612 | 965.462551 | 19.389557 | 2.008318 | 0.024281 | 0.000488 | 25.149366 |